Parallel Tempering via Simulated Tempering Without Normalizing Constants

Biljana Jonoska Stojkova, David A. Campbell

In this paper we develop a new general Bayesian methodology that simultaneously estimates parameters of interest and the marginal likelihood of the model. The proposed methodology…